Publications

Almost all my publications (included conferences) can be found there:

Journal papers and selected conferences available hereafter.

Journal papers (with pdf)

  1. J. Frontera-Pons, F. Pascal, and J.-P. Ovarlez, "Adaptive non-Zero Mean Gaussian Detection", Geoscience and Remote Sensing, IEEE Transactions on, 2016. [pdf]
  2. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J.-Y. Tourneret, ''A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images", SIAM Journal on Imaging Sciences, 9(4), 1889-1921, 2016.
  3. A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context", Signal Processing, IEEE Transactions on, 64(22), 5794-5806, 2016. [pdf]
  4. Y. Sun, A. Breloy, P. Babu, D. Palomar, F. Pascal, and G. Ginolhac, "Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems", Signal Processing, IEEE Transactions on, 64(8), 1986-1998, 2016. [pdf]
  5. A. Kammoun, R. Couillet, F. Pascal, and M.-S. Alouini, "Convergence and fluctuations of Regularized Tyler estimators", Signal Processing, IEEE Transactions on, 64(4), 1048-1060, 2016. [arXiv]
  6. R. Couillet, A. Kammoun, and F. Pascal, "Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals.", Journal of Multivariate Analysis, 143, 249-274, 2016. [pdf]
  7. J. Frontera-Pons, M. Veganzones, F. Pascal, and J.-P. Ovarlez, "Hyperspectral Anomaly Detec- tors using Robust Estimators", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 9(2), 720–731, 2016. [.pdf]
  8. F. Pascal and A. Kammoun, "Robust random matrix theory and applications to radar detection", Traitement du Signal, 33(2-3), 321–349, 2016. [preprint]
  9. A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context", Signal Processing, IEEE Transactions on, 23(9), 2173-2182, 2015. [.pdf]
  10. Y. Chitour, R. Couillet, and F. Pascal, "On the Convergence of Maronna’s M-Estimators of Scatter", Signal Processing Letters, IEEE, 22(6), 709–712, 2015. [.pdf]
  11. R. Couillet, F. Pascal, and J. W. Silverstein, "The Random Matrix Regime of Maronna’s M- estimator with elliptically distributed samples", Journal of Multivariate Analysis, 139, 56–78, 2015. [.pdf]
  12. J. Frontera-Pons, M. Veganzones, F. Pascal, and J.-P. Ovarlez, "Hyperspectral Anomaly Detec- tors using Robust Estimators", Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE Journal of, 2015. [.pdf]
  13. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J. Tourneret, "A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors", Image Processing, IEEE Transactions on, 24(3), 799–812, 2015. [.pdf]
  14. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J.-Y. Tourneret, "Performance assessment of a recent change detection method for homogeneous and heterogeneous images", Revue Française de Photogrammétrie et de Télédétection, (209), 23–29, 2015. [.pdf]
  15. M. Boizard, G. Ginolhac, F. Pascal, and P. Forster, "Low-Rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP", EURASIP Journal on Advances in Signal Processing, 119, 2014. [.pdf]
  16. R. Couillet, F. Pascal, and J. Silverstein, "Robust Estimates of Covariance Matrices in the Large Dimensional Regime", Information Theory, IEEE Transactions on, 60(11), 7269–7278, 2014. [.pdf]
  17. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Exploiting Persymmetry for Low-Rank Space-Time Adaptive Processing", Signal Processing, 97, 242–251, 2014. [.pdf]
  18. F. Pascal, Y. Chitour, and Y. Quek, "Generalized Robust Shrinkage Estimator and its Application to STAP Detection Problem", Signal Processing, IEEE Transactions on, 62(21), 5640– 5651, 2014. [.pdf]
  19. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Performance of two Low-Rank STAP Filters in a Heterogeneous Noise", Signal Processing, IEEE Transactions on, 61(1), 57–61, 2013. [.pdf]
  20. M. Mahot, F. Pascal, P. Forster, and J.-P. Ovarlez, "Asymptotic Properties of Robust Complex Covariance Matrix Estimates", Signal Processing, IEEE Transactions on, 61(13), 3348–3356, 2013. [.pdf]
  21. F. Pascal, L. Bombrun, J.-Y. Tourneret, and Y. Berthoumieu, "Parameter Estimation for Multivariate Generalized Gaussian Distributions", Signal Processing, IEEE Transactions on, 61(23), 5960–5971, 2013. [.pdf]
  22. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Derivation of the Bias of the Normalized Sample Covariance Matrix in a Heterogeneous Noise with Application to Low Rank STAP Filter", Signal Processing, IEEE Transactions on, 60(1), 514–518, 2012. [.pdf]
  23. P. Formont, F. Pascal, G. Vasile, J.-P. Ovarlez, and L. Ferro-Famil, "Statistical Classification for Heterogeneous Polarimetric SAR Images", Selected Topics in Signal Processing, IEEE Journal of, 5(3), 567–576, June 2011. [.pdf] 
  24. G. Ginolhac, P. Forster, J.-P. Ovarlez, and F. Pascal, “STAP à Rand Réduit, Robuste et Persymétrique”, Traitement du Signal, 28(1-2), Numéro Spécial : Traitements Spatio- Temporels Adaptatifs (STAP), 143–170, 2011. [.pdf]
  25. J.-P. Ovarlez, F. Pascal, P. Forster, G. Ginolhac, and M. Mahot, “Traitement STAP et Modélisation SIRV : Robustesse et Persymétrie”, Traitement du Signal, 28(1-2), Numéro Spécial : Traitements Spatio-Temporels Adaptatifs (STAP), 113–142, 2011. [.pdf]
  26. G. Pailloux, P. Forster, J.-P. Ovarlez, and F. Pascal, "Persymmetric Adaptive Radar Detectors", Aerospace and Electronic Systems, IEEE Transactions on, 47(4), 2376–2390, Oct. 2011. [.pdf]
  27. G. Vasile, F. Pascal, J.-P. Ovarlez, P. Formont, and M. Gay, "Optimal Parameter Estimation in Heterogeneous Clutter for High-Resolution Polarimetric SAR Data", Geoscience and Remote Sensing Letters, IEEE, 8(6), 1046 –1050, Nov. 2011. [.pdf]
  28. C. Y. Chong, F. Pascal, J.-P. Ovarlez, and M. Lesturgie, "MIMO Radar Detection in Non- Gaussian and Heterogeneous Clutter", Selected Topics in Signal Processing, IEEE Journal of, 4(1), 115 –126, Feb. 2010. [.pdf]
  29. F. Pascal, H. Harari-Kermadec, and P. Larzabal, "The Empirical Likelihood method applied to covariance matrix estimation", Signal Processing, 90(2), 566–578, Feb. 2010. [.pdf]
  30. F. Pascal and A. Renaux, "Statistical analysis of the covariance matrix MLE in K-distributed clutter", Signal Processing, 90(4), 1165–1175, Apr. 2010. [.pdf]
  31. G. Vasile, J.-P. Ovarlez, F. Pascal, and C. Tison, "Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images", Geoscience and Remote Sensing, IEEE Transactions on, 48(4), 1809–1826, Apr. 2010. [.pdf]
  32. Y. Chitour and F. Pascal, "Exact Maximum Likelihood Estimates for SIRV Covariance Matrix: Existence and Algorithm Analysis", Signal Processing, IEEE Transactions on, 56(10), 4563– 4573, 2008. [.pdf]
  33. F. Pascal, Y. Chitour, J.-P. Ovarlez, P. Forster, and P. Larzabal, "Covariance structure maximum- likelihood estimates in compound Gaussian noise: existence and algorithm analysis", Signal Processing, IEEE Transactions on, 56(1), 34–48, Jan. 2008. [.pdf]
  34. F. Pascal, P. Forster, J. Ovarlez, and P. Larzabal, "Performance analysis of covariance matrix estimates in impulsive noise", Signal Processing, IEEE Transactions on, 56(6), 2206–2217, June 2008. [.pdf]
  35. S. Bausson, F. Pascal, P. Forster, J. Ovarlez, and P. Larzabal, "First and Second-order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors", Signal Processing Letters, IEEE, 14(6), 425–428, June 2007. [.pdf]

Others (selected) publications (ICASSP, EUSIPCO, IGARSS...)

  1. A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high clutter-to-noise ratio assumption", IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-14, Firenze, Italy, 2014. [.pdf]
  2. M. Boizard, G. Ginolhac, F. Pascal, and S. Miron, "Numerical performance of a tensor MUSIC algorithm based on HOSVD", Proc. of the European Signal Processing Conf., EUSIPCO-13, Marrakech, Marocco, 2013. [.pdf]
  3. M. Boizard, G. Ginolhac, F. Pascal, and P. Forster, "A New Tool for Multidimensional Low-Rank STAP Filter: Cross HOSVDs", Proc. of the European Signal Processing Conf., EUSIPCO- 12, Bucharest, Romania, 2012. [.pdf]
  4. J. Frontera-Pons, M. Mahot, J.-P. Ovarlez, F. Pascal, S. K. Pang, and J. Chanussot, "A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions Backgroung", Proc. of the IEEE International Geoscience and Remote Sensing Symposium, IGARSS-12, Munich, Germany, 2012. [.pdf]
  5. G. Ginolhac, P. Forster, J.-P. Ovarlez, and F. Pascal, "Spatio-Temporal Adaptive Detector in Non-Homogeneous and Low-Rank Clutter", IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-09, Taipei, Taiwan, Apr. 2009. [.pdf]
  6. G. Vasile, J.-P. Ovarlez, F. Pascal, C. Tison, L. Bombrun, M. Gay, and E. Trouve, "Normalized coherency matrix estimation under the SIRV model. Alpine glacier POLSAR data analysis.", Proc. of the IEEE International Geoscience and Remote Sensing Symposium, IGARSS-08, Boston, Massachusetts, U.S.A., July 2008. [.pdf]
  7. G. Pailloux, P. Forster, J.-P. Ovarlez, and F. Pascal, "On persymmetric covariance matrices in adaptive detection", IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-08, Las Vegas, USA, Apr. 2008. [.pdf]
  8. F. Pascal, J.-P. Ovarlez, P. Forster, and P. Larzabal, "On a SIRV-CFAR Detector with radar experimentations in impulsive noise", Proc. of the European Signal Processing Conf., EUSIPCO- 06, Florence, Italy, Sept. 2006. [.pdf]
  9. F. Pascal, P. Forster, J.-P. Ovarlez, and P. Larzabal, "Theoretical Analysis of an Improved Covariance Matrix Estimator in Non-Gaussian Noise", IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-05, vol. IV, Philadelphia, Mar. 2005, 69–72. [.pdf]
  10. F. Pascal, J.-P. Ovarlez, P. Forster, and P. Larzabal, "Constant False Alarm Rate Detection in Spherically Invariant Random Processes", Proc. of the European Signal Processing Conf., EUSIPCO-04, Vienna, Sept. 2004, 2143–2146. [.pdf]

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